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Designing autonomous agents with clear goals, reasoning and constrained actions

We build agents that break tasks into steps, invoke tools and maintain memory while respecting guardrails and user safety. This ensures long-term value, compliance and sustained growth.

150+ Projects Delivered
20+ Industries Served
99.9% Uptime & SLO

Giga|Software|Solutions

Trusted by 100+ Clients —

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Autonomous Intelligent Agents with Guardrails

Autonomous Intelligent Agents with Guardrails

Define goals, tool invocation and safety boundaries for responsible agents

We build autonomous agents by defining clear goals and constraints so they know what to pursue and what to avoid. Agents use planners and memory to decompose tasks, recall context and adapt their strategy. Tool invocation interfaces let them call APIs or software to gather data and take action. Guardrails, ethical guidelines and enforcement logic prevent harmful behaviours. Telemetry and reward functions provide feedback on performance, enabling reinforcement learning. Governance frameworks establish accountability and ensure that agents operate transparently and safely. Simulation environments test edge cases. Human review remains integral.

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Testing, Fairness and Continuous Improvement

Evaluate performance and fairness and refine behaviours iteratively and transparently

Before deployment, agents undergo rigorous testing against diverse scenarios, including adversarial and corner cases, to ensure they behave appropriately. We evaluate performance metrics alongside fairness, bias and explainability assessments to identify undesirable patterns. Supervisor modules monitor agent decisions in real time and can override or halt actions if necessary. Prompt injection and data poisoning attacks are simulated to validate defenses. Post-deployment, telemetry data is analysed to measure success and identify drift. Policies and behaviours are refined through regular retraining and human feedback cycles. Transparent logs allow auditing. Compliance teams review findings.

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Testing, Fairness and Continuous Improvement

GIGA Solutions

Explore Our Services

From strategy to execution explore a snapshot of the services driving business success.
ChatGPT Integration Service

Iintegrate ChatGPT to provide conversational features, automating customer support, content creation, or internal tools with safety guardrails, insightful analytics, and continuous monitoring.

· 5 min read
Software API Development

Design, build, and manage REST or GraphQL APIs that power your apps and integrations, ensuring consistency, security, scalability, and clear documentation for developers.

· 4 min read
Software Integration Services

Connect disparate applications, ERPs, CRMs, and third party tools, facilitating seamless data flow, automation, and interoperability without compromising security or system performance.

· 5 min read
IoT App Development

Build applications for connected devices, capturing telemetry, performing edge processing, and supporting over the air updates to monitor and control hardware at scale.

· 4 min read
MVP Development

Help you scope, prototype, and launch a minimal viable product quickly, validating your idea with real users and readying your next iterations for market.

· 5 min read
eCommerce Development

Craft eCommerce platforms with storefronts, payments, subscriptions, order management, and secure integrations, enabling businesses to sell online globally and scale with ease.

· 6 min read
SaaS Development

Engineer scalable, multi tenant SaaS applications with subscription billing, authentication, analytics, and continuous integration, enabling rapid deployment and seamless, reliable user experiences.

· 4 min read
Web Application Development

Deliver complex, secure web applications for internal and public users, utilizing modern frameworks, responsive design, and robust infrastructure to meet business requirements.

· 5 min read
Data Science & Analysis

Apply data analytics, forecasting, and decision intelligence to uncover insights, drive innovation, and support actionable, predictive, evidence based strategies across your organization.

· 5 min read
Custom Software Development

Develop tailored software systems specifically designed to fit unique business workflows and scale with growth, ensuring flexibility and performance with ongoing support.

· 5 min read
ERP/CRM Consulting

Consult on ERP and CRM solutions using low code and no code tools, tailoring systems, accelerating adoption, and integrating seamlessly with your existing processes.

· 5 min read
Robotics Process Automation

Create robotic process automation solutions that assist human operators by automating repetitive tasks and enabling human centric collaboration across complex, diverse workflows.

· 5 min read

Solutions by Industry

See how we bring tailored solutions to diverse industries across the globe.
Insurance

Develop technology for insurance providers covering policy management, claims processing, fraud detection, underwriting workflows, and customer portals to streamline operations and mitigate risk.

· 5 min read
Supply Chain, Logistics, and Transport

Build end to end logistics technology covering warehousing, distribution, fleet management, transportation optimization, increasing global transparency, operational efficiency, resilience, and real time visibility.

· 4 min read
Education

Support education through learning management systems, assessments, adaptive learning technologies, and collaboration tools that enhance teaching effectiveness, accessibility, equity, and student engagement.

· 5 min read
Franchises

Support franchise businesses with centralized management systems, multi branch operations, marketing automation, analytics, and growth strategies to maintain brand consistency and scale.

· 5 min read
Information technology

Support IT industry businesses with consulting, software, hardware, cloud infrastructure, cybersecurity, and digital transformation services to enhance operational efficiency and drive innovation.

· 5 min read
Consumer products & services

Support consumer product companies with eCommerce, logistics, marketing, and customer service technologies to enhance brand visibility, deliver superior, delightful experiences, and deepen loyalty.

· 5 min read
Telecommunications

Develop systems for mobile networks, internet service providers, and communications, focusing on customer management, billing, network monitoring, service reliability, and continuous innovation.

· 5 min read
Finance and Banking

Deliver financial technology covering payments, identity verification (KYC), risk management, compliance, and secure data workflows to modernize banking and financial services with innovation.

· 5 min read
HVAC

Provide software for heating, ventilation, and air conditioning businesses covering scheduling, dispatch, inventory, maintenance tracking, customer engagement, predictive maintenance, and service optimization.

· 5 min read
Advertising & marketing

Offer branding, digital advertising, public relations, and content marketing tools and services to help businesses reach audiences, measure campaigns, and grow brands.

· 5 min read
Beauty

Support beauty businesses with booking, inventory, eCommerce, and personalized marketing tools to elevate customer experiences, manage operations efficiently, and build client loyalty.

· 5 min read
Retail

Build retail technology covering store management, fashion or FMCG inventory, point of sale systems, and omnichannel integrations to improve operations and customer satisfaction.

· 5 min read
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Frequently asked Questions

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What does your AI Agent Development service include and how can it help my business?
How does your AI Agent Development service stand out from others in the market?
Can your AI Agent Development solution be customized to meet my unique needs?
What is a typical timeline for launching a AI Agent Development project?
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What measures do you take to ensure quality and reliability in AI Agent Development projects?
Do you provide ongoing support and maintenance after a AI Agent Development solution is deployed?
How will a AI Agent Development solution scale as my business grows?
Can I see a demo or receive a consultation before committing to a AI Agent Development project?
What technologies and methodologies do you use when delivering AI Agent Development services?
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